Overview
Brought to you by YData
Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 1326 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 114.1 KiB |
| Average record size in memory | 88.1 B |
Variable types
| Numeric | 11 |
|---|
T1 is highly overall correlated with T2 and 6 other fields | High correlation |
T10 is highly overall correlated with T2 and 5 other fields | High correlation |
T2 is highly overall correlated with T1 and 7 other fields | High correlation |
T3 is highly overall correlated with T1 and 7 other fields | High correlation |
T4 is highly overall correlated with T1 and 7 other fields | High correlation |
T5 is highly overall correlated with T1 and 6 other fields | High correlation |
T6 is highly overall correlated with T1 and 7 other fields | High correlation |
T7 is highly overall correlated with T1 and 7 other fields | High correlation |
T8 is highly overall correlated with T10 and 6 other fields | High correlation |
T9 is highly overall correlated with T1 | High correlation |
Reproduction
| Analysis started | 2024-12-16 05:04:22.193689 |
|---|---|
| Analysis finished | 2024-12-16 05:04:35.929635 |
| Duration | 13.74 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
T1
Real number (ℝ)
High correlation
| Distinct | 1325 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 512.86763 |
| Minimum | -0.33017133 |
|---|---|
| Maximum | 2159.9377 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | -0.33017133 |
|---|---|
| 5-th percentile | 72.821302 |
| Q1 | 223.41195 |
| median | 366.27733 |
| Q3 | 698.23146 |
| 95-th percentile | 1386.9417 |
| Maximum | 2159.9377 |
| Range | 2160.2678 |
| Interquartile range (IQR) | 474.8195 |
Descriptive statistics
| Standard deviation | 418.9064 |
|---|---|
| Coefficient of variation (CV) | 0.81679243 |
| Kurtosis | 1.0807909 |
| Mean | 512.86763 |
| Median Absolute Deviation (MAD) | 193.50731 |
| Skewness | 1.2837991 |
| Sum | 680062.48 |
| Variance | 175482.57 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 661.1151669 | 2 | 0.2% |
| 943.0734541 | 1 | 0.1% |
| 924.1993841 | 1 | 0.1% |
| 419.587262 | 1 | 0.1% |
| 257.6985443 | 1 | 0.1% |
| 68.83949214 | 1 | 0.1% |
| 403.8918736 | 1 | 0.1% |
| 846.0759706 | 1 | 0.1% |
| 1140.926786 | 1 | 0.1% |
| 572.2011036 | 1 | 0.1% |
| Other values (1315) | 1315 |
| Value | Count | Frequency (%) |
| -0.33017133 | 1 | |
| 3.946292624 | 1 | |
| 12.829188 | 1 | |
| 18.52581012 | 1 | |
| 19.47036829 | 1 | |
| 20.96610621 | 1 | |
| 21.93703191 | 1 | |
| 27.6276293 | 1 | |
| 28.33724361 | 1 | |
| 29.61929693 | 1 |
| Value | Count | Frequency (%) |
| 2159.937678 | 1 | |
| 2152.344106 | 1 | |
| 2109.232288 | 1 | |
| 2107.918564 | 1 | |
| 2067.672077 | 1 | |
| 2030.664524 | 1 | |
| 1941.979609 | 1 | |
| 1932.264893 | 1 | |
| 1846.968872 | 1 | |
| 1794.452232 | 1 |
T2
Real number (ℝ)
High correlation
| Distinct | 1325 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 295.20975 |
| Minimum | 0.009828674 |
|---|---|
| Maximum | 1648.8414 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0.009828674 |
|---|---|
| 5-th percentile | 43.128851 |
| Q1 | 102.2654 |
| median | 183.67319 |
| Q3 | 370.48274 |
| 95-th percentile | 931.50689 |
| Maximum | 1648.8414 |
| Range | 1648.8315 |
| Interquartile range (IQR) | 268.21734 |
Descriptive statistics
| Standard deviation | 282.74234 |
|---|---|
| Coefficient of variation (CV) | 0.95776763 |
| Kurtosis | 2.1593512 |
| Mean | 295.20975 |
| Median Absolute Deviation (MAD) | 103.50147 |
| Skewness | 1.6145625 |
| Sum | 391448.12 |
| Variance | 79943.23 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 96.06517911 | 2 | 0.2% |
| 287.9445478 | 1 | 0.1% |
| 751.763822 | 1 | 0.1% |
| 318.9894837 | 1 | 0.1% |
| 42.79299616 | 1 | 0.1% |
| 76.67060309 | 1 | 0.1% |
| 225.7574284 | 1 | 0.1% |
| 562.5781984 | 1 | 0.1% |
| 292.6656779 | 1 | 0.1% |
| 53.96666752 | 1 | 0.1% |
| Other values (1315) | 1315 |
| Value | Count | Frequency (%) |
| 0.009828674 | 1 | |
| 9.108466062 | 1 | |
| 10.19648353 | 1 | |
| 10.48258245 | 1 | |
| 10.91184829 | 1 | |
| 11.19274983 | 1 | |
| 13.45666868 | 1 | |
| 14.18738079 | 1 | |
| 15.00459372 | 1 | |
| 15.74255677 | 1 |
| Value | Count | Frequency (%) |
| 1648.841362 | 1 | |
| 1520.981288 | 1 | |
| 1505.803084 | 1 | |
| 1494.761778 | 1 | |
| 1398.940117 | 1 | |
| 1330.812679 | 1 | |
| 1274.575142 | 1 | |
| 1265.048878 | 1 | |
| 1232.189341 | 1 | |
| 1213.992335 | 1 |
T3
Real number (ℝ)
High correlation
| Distinct | 1324 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 835.70511 |
| Minimum | 0.00999999 |
|---|---|
| Maximum | 5898.1376 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0.00999999 |
|---|---|
| 5-th percentile | 136.49722 |
| Q1 | 276.93419 |
| median | 476.40999 |
| Q3 | 1132.7795 |
| 95-th percentile | 2498.5138 |
| Maximum | 5898.1376 |
| Range | 5898.1276 |
| Interquartile range (IQR) | 855.84528 |
Descriptive statistics
| Standard deviation | 828.45987 |
|---|---|
| Coefficient of variation (CV) | 0.99133039 |
| Kurtosis | 3.929712 |
| Mean | 835.70511 |
| Median Absolute Deviation (MAD) | 256.59998 |
| Skewness | 1.7887493 |
| Sum | 1108145 |
| Variance | 686345.76 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 196.2467041 | 2 | 0.2% |
| 360.1866455 | 2 | 0.2% |
| 633.1055908 | 1 | 0.1% |
| 1790.568832 | 1 | 0.1% |
| 691.3399658 | 1 | 0.1% |
| 95.69000244 | 1 | 0.1% |
| 338.3866529 | 1 | 0.1% |
| 448.1033478 | 1 | 0.1% |
| 1974.000031 | 1 | 0.1% |
| 1882.726685 | 1 | 0.1% |
| Other values (1314) | 1314 |
| Value | Count | Frequency (%) |
| 0.00999999 | 1 | |
| 19.86889648 | 1 | |
| 29.90222168 | 1 | |
| 39.53666687 | 1 | |
| 42.07777786 | 1 | |
| 45.82666016 | 1 | |
| 47.85557556 | 1 | |
| 50.22444153 | 1 | |
| 54.56556702 | 1 | |
| 57.33666992 | 1 |
| Value | Count | Frequency (%) |
| 5898.137563 | 1 | |
| 5777.117706 | 1 | |
| 5438.128887 | 1 | |
| 4651.187617 | 1 | |
| 4506.181305 | 1 | |
| 4502.569122 | 1 | |
| 4454.281921 | 1 | |
| 4354.265391 | 1 | |
| 4279.092222 | 1 | |
| 3939.207702 | 1 |
T6
Real number (ℝ)
High correlation
| Distinct | 1325 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1093867 |
| Minimum | 0.000213556 |
|---|---|
| Maximum | 47.228608 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0.000213556 |
|---|---|
| 5-th percentile | 0.93154518 |
| Q1 | 2.1327719 |
| median | 4.0179211 |
| Q3 | 9.5425941 |
| 95-th percentile | 31.040037 |
| Maximum | 47.228608 |
| Range | 47.228395 |
| Interquartile range (IQR) | 7.4098222 |
Descriptive statistics
| Standard deviation | 9.4877797 |
|---|---|
| Coefficient of variation (CV) | 1.169975 |
| Kurtosis | 2.858119 |
| Mean | 8.1093867 |
| Median Absolute Deviation (MAD) | 2.395147 |
| Skewness | 1.8798935 |
| Sum | 10753.047 |
| Variance | 90.017964 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.100556715 | 2 | 0.2% |
| 3.879040943 | 1 | 0.1% |
| 23.74761753 | 1 | 0.1% |
| 7.896609411 | 1 | 0.1% |
| 0.783353689 | 1 | 0.1% |
| 2.147733865 | 1 | 0.1% |
| 6.605301984 | 1 | 0.1% |
| 20.36835003 | 1 | 0.1% |
| 10.93096998 | 1 | 0.1% |
| 0.686846703 | 1 | 0.1% |
| Other values (1315) | 1315 |
| Value | Count | Frequency (%) |
| 0.000213556 | 1 | |
| 0.185515151 | 1 | |
| 0.231254915 | 1 | |
| 0.338559277 | 1 | |
| 0.355673372 | 1 | |
| 0.432014747 | 1 | |
| 0.434792261 | 1 | |
| 0.44433212 | 1 | |
| 0.450342645 | 1 | |
| 0.470427508 | 1 |
| Value | Count | Frequency (%) |
| 47.22860809 | 1 | |
| 45.85488117 | 1 | |
| 45.59518108 | 1 | |
| 45.28509369 | 1 | |
| 44.97271163 | 1 | |
| 43.57719893 | 1 | |
| 43.23135547 | 1 | |
| 42.92945368 | 1 | |
| 42.23190951 | 1 | |
| 41.42289022 | 1 |
T4
Real number (ℝ)
High correlation
| Distinct | 1325 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6499096 |
| Minimum | 0.000121446 |
|---|---|
| Maximum | 29.809032 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0.000121446 |
|---|---|
| 5-th percentile | 0.6746278 |
| Q1 | 1.564191 |
| median | 2.929066 |
| Q3 | 6.7980351 |
| 95-th percentile | 20.870597 |
| Maximum | 29.809032 |
| Range | 29.808911 |
| Interquartile range (IQR) | 5.2338441 |
Descriptive statistics
| Standard deviation | 6.3102815 |
|---|---|
| Coefficient of variation (CV) | 1.1168819 |
| Kurtosis | 2.2937937 |
| Mean | 5.6499096 |
| Median Absolute Deviation (MAD) | 1.7405472 |
| Skewness | 1.7566947 |
| Sum | 7491.7801 |
| Variance | 39.819653 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.553235701 | 2 | 0.2% |
| 2.831436608 | 1 | 0.1% |
| 16.35954097 | 1 | 0.1% |
| 5.696232692 | 1 | 0.1% |
| 0.564890083 | 1 | 0.1% |
| 1.574833078 | 1 | 0.1% |
| 4.761829279 | 1 | 0.1% |
| 14.52797312 | 1 | 0.1% |
| 7.74066223 | 1 | 0.1% |
| 0.499223523 | 1 | 0.1% |
| Other values (1315) | 1315 |
| Value | Count | Frequency (%) |
| 0.000121446 | 1 | |
| 0.12331604 | 1 | |
| 0.170023498 | 1 | |
| 0.237484918 | 1 | |
| 0.23917642 | 1 | |
| 0.304180887 | 1 | |
| 0.306552377 | 1 | |
| 0.312148604 | 1 | |
| 0.3157883 | 1 | |
| 0.34058357 | 1 |
| Value | Count | Frequency (%) |
| 29.809032 | 1 | |
| 29.29678845 | 1 | |
| 29.28171483 | 1 | |
| 28.78002469 | 1 | |
| 28.46532478 | 1 | |
| 28.07448199 | 1 | |
| 27.53932656 | 1 | |
| 27.49686252 | 1 | |
| 27.45122539 | 1 | |
| 26.98957785 | 1 |
T7
Real number (ℝ)
High correlation
| Distinct | 1325 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4677178 |
| Minimum | 4.83 × 10-5 |
|---|---|
| Maximum | 14.363477 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 4.83 × 10-5 |
|---|---|
| 5-th percentile | 0.28615369 |
| Q1 | 0.65207097 |
| median | 1.2302414 |
| Q3 | 2.9121475 |
| 95-th percentile | 9.4154142 |
| Maximum | 14.363477 |
| Range | 14.363429 |
| Interquartile range (IQR) | 2.2600765 |
Descriptive statistics
| Standard deviation | 2.8790502 |
|---|---|
| Coefficient of variation (CV) | 1.1666853 |
| Kurtosis | 2.8588958 |
| Mean | 2.4677178 |
| Median Absolute Deviation (MAD) | 0.73267526 |
| Skewness | 1.8787077 |
| Sum | 3272.1938 |
| Variance | 8.2889298 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.64000248 | 2 | 0.2% |
| 1.188155218 | 1 | 0.1% |
| 7.192878026 | 1 | 0.1% |
| 2.415654055 | 1 | 0.1% |
| 0.2410005 | 1 | 0.1% |
| 0.656017768 | 1 | 0.1% |
| 2.012336066 | 1 | 0.1% |
| 6.181075128 | 1 | 0.1% |
| 3.308745942 | 1 | 0.1% |
| 0.210042702 | 1 | 0.1% |
| Other values (1315) | 1315 |
| Value | Count | Frequency (%) |
| 4.83 × 10-5 | 1 | |
| 0.0511832 | 1 | |
| 0.070897767 | 1 | |
| 0.107253873 | 1 | |
| 0.109673364 | 1 | |
| 0.133486619 | 1 | |
| 0.13639888 | 1 | |
| 0.136873567 | 1 | |
| 0.141259807 | 1 | |
| 0.146596363 | 1 |
| Value | Count | Frequency (%) |
| 14.36347713 | 1 | |
| 13.9070564 | 1 | |
| 13.85328067 | 1 | |
| 13.75604381 | 1 | |
| 13.6496062 | 1 | |
| 13.19885857 | 1 | |
| 13.10695408 | 1 | |
| 13.06928092 | 1 | |
| 12.85656259 | 1 | |
| 12.570536 | 1 |
T8
Real number (ℝ)
High correlation
| Distinct | 1323 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.06223 |
| Minimum | 0.00375 |
|---|---|
| Maximum | 269.29833 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0.00375 |
|---|---|
| 5-th percentile | 6.8914585 |
| Q1 | 12.237569 |
| median | 21.65632 |
| Q3 | 41.234103 |
| 95-th percentile | 78.603722 |
| Maximum | 269.29833 |
| Range | 269.29458 |
| Interquartile range (IQR) | 28.996534 |
Descriptive statistics
| Standard deviation | 27.500038 |
|---|---|
| Coefficient of variation (CV) | 0.88532079 |
| Kurtosis | 12.983404 |
| Mean | 31.06223 |
| Median Absolute Deviation (MAD) | 11.314996 |
| Skewness | 2.5973078 |
| Sum | 41188.517 |
| Variance | 756.25211 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14.59624481 | 2 | 0.2% |
| 8.493469238 | 2 | 0.2% |
| 12.0676403 | 2 | 0.2% |
| 31.52638865 | 1 | 0.1% |
| 16.67544556 | 1 | 0.1% |
| 58.06583405 | 1 | 0.1% |
| 54.33014297 | 1 | 0.1% |
| 3.89125061 | 1 | 0.1% |
| 25.51083386 | 1 | 0.1% |
| 27.59207535 | 1 | 0.1% |
| Other values (1313) | 1313 |
| Value | Count | Frequency (%) |
| 0.00375 | 1 | |
| 2.085138798 | 1 | |
| 2.803611755 | 1 | |
| 2.993053436 | 1 | |
| 3.002919197 | 1 | |
| 3.010278702 | 1 | |
| 3.122081757 | 1 | |
| 3.179164886 | 1 | |
| 3.328056335 | 1 | |
| 3.534028053 | 1 |
| Value | Count | Frequency (%) |
| 269.2983341 | 1 | |
| 265.4084757 | 1 | |
| 255.4259949 | 1 | |
| 171.7734756 | 1 | |
| 163.1091919 | 1 | |
| 148.2433205 | 1 | |
| 146.7466431 | 1 | |
| 141.2275162 | 1 | |
| 140.485405 | 1 | |
| 137.7709656 | 1 |
T9
Real number (ℝ)
High correlation
| Distinct | 1321 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00031434145 |
| Minimum | -0.028915678 |
|---|---|
| Maximum | 0.056412225 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1034 |
| Negative (%) | 78.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | -0.028915678 |
|---|---|
| 5-th percentile | -0.0076251885 |
| Q1 | -0.001547893 |
| median | -0.000378302 |
| Q3 | -5.63 × 10-5 |
| 95-th percentile | 0.007006759 |
| Maximum | 0.056412225 |
| Range | 0.085327903 |
| Interquartile range (IQR) | 0.001491593 |
Descriptive statistics
| Standard deviation | 0.0055863553 |
|---|---|
| Coefficient of variation (CV) | -17.771615 |
| Kurtosis | 20.8237 |
| Mean | -0.00031434145 |
| Median Absolute Deviation (MAD) | 0.000669069 |
| Skewness | 2.5190257 |
| Sum | -0.41681676 |
| Variance | 3.1207366 × 10-5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -7.83 × 10-5 | 2 | 0.2% |
| -0.00037585 | 2 | 0.2% |
| -7.47 × 10-5 | 2 | 0.2% |
| -6.03 × 10-5 | 2 | 0.2% |
| -0.000430507 | 2 | 0.2% |
| -0.000665171 | 1 | 0.1% |
| 0.002521173 | 1 | 0.1% |
| -0.000535998 | 1 | 0.1% |
| -0.003045404 | 1 | 0.1% |
| -0.001629205 | 1 | 0.1% |
| Other values (1311) | 1311 |
| Value | Count | Frequency (%) |
| -0.028915678 | 1 | |
| -0.026336684 | 1 | |
| -0.026123411 | 1 | |
| -0.025340967 | 1 | |
| -0.020841989 | 1 | |
| -0.019407294 | 1 | |
| -0.018056899 | 1 | |
| -0.015827745 | 1 | |
| -0.015802265 | 1 | |
| -0.015623231 | 1 |
| Value | Count | Frequency (%) |
| 0.056412225 | 1 | |
| 0.042020795 | 1 | |
| 0.040969538 | 1 | |
| 0.036954086 | 1 | |
| 0.036771407 | 1 | |
| 0.030153208 | 1 | |
| 0.028532823 | 1 | |
| 0.027797594 | 1 | |
| 0.02701327 | 1 | |
| 0.025446004 | 1 |
T10
Real number (ℝ)
High correlation
| Distinct | 1324 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7996234 |
| Minimum | 0.001805544 |
|---|---|
| Maximum | 171.77348 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0.001805544 |
|---|---|
| 5-th percentile | 2.5000098 |
| Q1 | 4.2510395 |
| median | 7.0695224 |
| Q3 | 12.110884 |
| 95-th percentile | 22.095761 |
| Maximum | 171.77348 |
| Range | 171.77167 |
| Interquartile range (IQR) | 7.8598442 |
Descriptive statistics
| Standard deviation | 11.515738 |
|---|---|
| Coefficient of variation (CV) | 1.1751205 |
| Kurtosis | 89.69735 |
| Mean | 9.7996234 |
| Median Absolute Deviation (MAD) | 3.4197302 |
| Skewness | 7.8095323 |
| Sum | 12994.301 |
| Variance | 132.61222 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.835662842 | 2 | 0.2% |
| 3.568187714 | 2 | 0.2% |
| 10.57460022 | 1 | 0.1% |
| 15.94278717 | 1 | 0.1% |
| 19.28861618 | 1 | 0.1% |
| 1.391105652 | 1 | 0.1% |
| 11.87124681 | 1 | 0.1% |
| 9.471515656 | 1 | 0.1% |
| 18.72538757 | 1 | 0.1% |
| 13.9072876 | 1 | 0.1% |
| Other values (1314) | 1314 |
| Value | Count | Frequency (%) |
| 0.001805544 | 1 | |
| 0.648888588 | 1 | |
| 0.989154816 | 1 | |
| 1.105558395 | 1 | |
| 1.188195705 | 1 | |
| 1.237778425 | 1 | |
| 1.251250029 | 1 | |
| 1.253067017 | 1 | |
| 1.273330688 | 1 | |
| 1.299022675 | 1 |
| Value | Count | Frequency (%) |
| 171.7734756 | 1 | |
| 167.1111908 | 1 | |
| 148.2433205 | 1 | |
| 133.9282055 | 1 | |
| 124.9616623 | 1 | |
| 73.42584482 | 1 | |
| 69.19375992 | 1 | |
| 58.81209183 | 1 | |
| 55.22930908 | 1 | |
| 53.41928101 | 1 |
T11
Real number (ℝ)
| Distinct | 1325 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0026296545 |
| Minimum | 0.001178071 |
|---|---|
| Maximum | 0.008733602 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0.001178071 |
|---|---|
| 5-th percentile | 0.001711571 |
| Q1 | 0.002086176 |
| median | 0.0024391125 |
| Q3 | 0.002936326 |
| 95-th percentile | 0.0041470395 |
| Maximum | 0.008733602 |
| Range | 0.007555531 |
| Interquartile range (IQR) | 0.00085015 |
Descriptive statistics
| Standard deviation | 0.00084568559 |
|---|---|
| Coefficient of variation (CV) | 0.32159571 |
| Kurtosis | 8.0931169 |
| Mean | 0.0026296545 |
| Median Absolute Deviation (MAD) | 0.000402662 |
| Skewness | 2.184307 |
| Sum | 3.4869218 |
| Variance | 7.1518411 × 10-7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.001846855 | 2 | 0.2% |
| 0.002937878 | 1 | 0.1% |
| 0.001918476 | 1 | 0.1% |
| 0.003260717 | 1 | 0.1% |
| 0.00147604 | 1 | 0.1% |
| 0.003583863 | 1 | 0.1% |
| 0.003335375 | 1 | 0.1% |
| 0.002163298 | 1 | 0.1% |
| 0.002958504 | 1 | 0.1% |
| 0.001821018 | 1 | 0.1% |
| Other values (1315) | 1315 |
| Value | Count | Frequency (%) |
| 0.001178071 | 1 | |
| 0.001240854 | 1 | |
| 0.001395338 | 1 | |
| 0.001406563 | 1 | |
| 0.001410599 | 1 | |
| 0.001417644 | 1 | |
| 0.001435307 | 1 | |
| 0.001472543 | 1 | |
| 0.00147604 | 1 | |
| 0.001487341 | 1 |
| Value | Count | Frequency (%) |
| 0.008733602 | 1 | |
| 0.008374559 | 1 | |
| 0.007731028 | 1 | |
| 0.007530378 | 1 | |
| 0.006920478 | 1 | |
| 0.006890737 | 1 | |
| 0.006882872 | 1 | |
| 0.006673549 | 1 | |
| 0.006279737 | 1 | |
| 0.006219373 | 1 |
T5
Real number (ℝ)
High correlation
| Distinct | 1322 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.730169 |
| Minimum | 0.025036827 |
|---|---|
| Maximum | 122.42494 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0.025036827 |
|---|---|
| 5-th percentile | 2.9195006 |
| Q1 | 7.3287365 |
| median | 12.477472 |
| Q3 | 23.07479 |
| 95-th percentile | 58.631345 |
| Maximum | 122.42494 |
| Range | 122.3999 |
| Interquartile range (IQR) | 15.746053 |
Descriptive statistics
| Standard deviation | 18.226308 |
|---|---|
| Coefficient of variation (CV) | 0.97309899 |
| Kurtosis | 6.0512556 |
| Mean | 18.730169 |
| Median Absolute Deviation (MAD) | 6.2548297 |
| Skewness | 2.2582731 |
| Sum | 24836.204 |
| Variance | 332.19831 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.550442192 | 2 | 0.2% |
| 13.34748691 | 2 | 0.2% |
| 1.904623564 | 2 | 0.2% |
| 61.98168327 | 2 | 0.2% |
| 8.176255177 | 1 | 0.1% |
| 10.74762728 | 1 | 0.1% |
| 3.235646446 | 1 | 0.1% |
| 22.93654619 | 1 | 0.1% |
| 20.17672082 | 1 | 0.1% |
| 2.924428086 | 1 | 0.1% |
| Other values (1312) | 1312 |
| Value | Count | Frequency (%) |
| 0.025036827 | 1 | |
| 0.804321271 | 1 | |
| 0.86759951 | 1 | |
| 0.978723963 | 1 | |
| 1.044685162 | 1 | |
| 1.106980183 | 1 | |
| 1.181203871 | 1 | |
| 1.227632099 | 1 | |
| 1.288845954 | 1 | |
| 1.356435559 | 1 |
| Value | Count | Frequency (%) |
| 122.424936 | 1 | |
| 116.6767662 | 1 | |
| 111.8960769 | 1 | |
| 109.0338952 | 1 | |
| 107.5046368 | 1 | |
| 103.9307356 | 1 | |
| 103.8938534 | 1 | |
| 103.3618632 | 1 | |
| 100.6637648 | 1 | |
| 99.35506008 | 1 |
Interactions
Correlations
| T1 | T10 | T11 | T2 | T3 | T4 | T5 | T6 | T7 | T8 | T9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| T1 | 1.000 | 0.455 | -0.277 | 0.690 | 0.664 | 0.558 | 0.601 | 0.557 | 0.557 | 0.495 | -0.586 |
| T10 | 0.455 | 1.000 | 0.193 | 0.710 | 0.731 | 0.802 | 0.466 | 0.805 | 0.805 | 0.916 | -0.352 |
| T11 | -0.277 | 0.193 | 1.000 | 0.022 | 0.045 | 0.194 | 0.084 | 0.193 | 0.193 | 0.245 | 0.223 |
| T2 | 0.690 | 0.710 | 0.022 | 1.000 | 0.934 | 0.813 | 0.608 | 0.812 | 0.811 | 0.806 | -0.441 |
| T3 | 0.664 | 0.731 | 0.045 | 0.934 | 1.000 | 0.820 | 0.659 | 0.819 | 0.818 | 0.836 | -0.413 |
| T4 | 0.558 | 0.802 | 0.194 | 0.813 | 0.820 | 1.000 | 0.647 | 1.000 | 1.000 | 0.882 | -0.449 |
| T5 | 0.601 | 0.466 | 0.084 | 0.608 | 0.659 | 0.647 | 1.000 | 0.646 | 0.646 | 0.580 | -0.358 |
| T6 | 0.557 | 0.805 | 0.193 | 0.812 | 0.819 | 1.000 | 0.646 | 1.000 | 1.000 | 0.884 | -0.449 |
| T7 | 0.557 | 0.805 | 0.193 | 0.811 | 0.818 | 1.000 | 0.646 | 1.000 | 1.000 | 0.883 | -0.450 |
| T8 | 0.495 | 0.916 | 0.245 | 0.806 | 0.836 | 0.882 | 0.580 | 0.884 | 0.883 | 1.000 | -0.357 |
| T9 | -0.586 | -0.352 | 0.223 | -0.441 | -0.413 | -0.449 | -0.358 | -0.449 | -0.450 | -0.357 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| T1 | T2 | T3 | T6 | T4 | T7 | T8 | T9 | T10 | T11 | T5 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 943.073454 | 287.944548 | 633.105591 | 3.879041 | 2.831437 | 1.188155 | 16.675446 | -0.000536 | 10.574600 | 0.002938 | 3.235646 |
| 1 | 924.199384 | 751.763822 | 1790.568832 | 23.747618 | 16.359541 | 7.192878 | 58.065834 | -0.003045 | 15.942787 | 0.001918 | 22.936546 |
| 2 | 419.587262 | 318.989484 | 691.339966 | 7.896609 | 5.696233 | 2.415654 | 54.330143 | -0.001629 | 19.288616 | 0.003261 | 20.176721 |
| 3 | 257.698544 | 42.792996 | 95.690002 | 0.783354 | 0.564890 | 0.241001 | 3.891251 | -0.000025 | 1.391106 | 0.001476 | 2.924428 |
| 4 | 68.839492 | 76.670603 | 338.386653 | 2.147734 | 1.574833 | 0.656018 | 25.510834 | 0.000382 | 11.871247 | 0.003584 | 2.849114 |
| 5 | 403.891874 | 225.757428 | 448.103348 | 6.605302 | 4.761829 | 2.012336 | 27.592075 | -0.001462 | 9.471516 | 0.003335 | 11.868240 |
| 6 | 846.075971 | 562.578198 | 1974.000031 | 20.368350 | 14.527973 | 6.181075 | 95.198196 | -0.002607 | 18.725388 | 0.002163 | 16.306829 |
| 7 | 1140.926786 | 292.665678 | 1882.726685 | 10.930970 | 7.740662 | 3.308746 | 59.617096 | -0.003720 | 13.907288 | 0.002959 | 28.160808 |
| 8 | 572.201104 | 53.966668 | 230.755554 | 0.686847 | 0.499224 | 0.210043 | 5.406944 | -0.000095 | 2.861351 | 0.001821 | 27.693206 |
| 9 | 252.980923 | 10.196484 | 47.855576 | 0.470428 | 0.340584 | 0.146596 | 3.661249 | -0.000039 | 2.261669 | 0.002521 | 1.288846 |
| T1 | T2 | T3 | T6 | T4 | T7 | T8 | T9 | T10 | T11 | T5 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1316 | 322.333349 | 63.944463 | 137.380005 | 0.855946 | 0.609752 | 0.264566 | 6.096668 | -0.000036 | 3.276661 | 0.001592 | 2.638843 |
| 1317 | 356.082428 | 151.766876 | 638.436646 | 2.270957 | 1.642342 | 0.698818 | 15.036808 | -0.000213 | 4.996353 | 0.001698 | 15.782963 |
| 1318 | 161.131906 | 90.057459 | 145.234436 | 0.826854 | 0.594638 | 0.254263 | 12.067640 | 0.000002 | 3.574447 | 0.002014 | 6.478391 |
| 1319 | 1372.578953 | 995.392277 | 2115.605560 | 26.317166 | 18.081391 | 7.992464 | 53.483307 | -0.007110 | 12.780472 | 0.002243 | 43.004900 |
| 1320 | 102.197516 | 102.964183 | 298.145542 | 5.081850 | 3.734133 | 1.552832 | 21.204445 | 0.000116 | 6.411809 | 0.002373 | 13.529336 |
| 1321 | 59.615073 | 61.310629 | 260.947783 | 3.944438 | 2.871431 | 1.208459 | 24.038193 | 0.001071 | 11.420137 | 0.002921 | 4.467933 |
| 1322 | 251.857231 | 252.217231 | 576.451125 | 3.909473 | 2.895957 | 1.191980 | 19.970276 | 0.000415 | 5.968868 | 0.004459 | 17.718812 |
| 1323 | 292.678591 | 269.249702 | 523.313360 | 3.666702 | 2.719906 | 1.115209 | 16.473057 | -0.000402 | 4.246944 | 0.002548 | 17.160103 |
| 1324 | 249.114748 | 68.191424 | 237.570023 | 1.438663 | 1.061736 | 0.436634 | 9.637642 | -0.000213 | 2.294170 | 0.002405 | 6.767078 |
| 1325 | 210.587995 | 210.753550 | 606.825529 | 5.490010 | 3.994596 | 1.667519 | 31.526389 | 0.002521 | 9.486528 | 0.004332 | 10.747627 |